Finance AI Data Strategy Lead

DeepMind Technologies Limited; Paris; On-site; EUR 130,000 - 133,000; Full time

Job summary

Google DeepMind is seeking a Finance Expert Lead to shape the foundational data strategy for the financial sector and map complex Finance workflows for Gemini. You will curate high-quality data and prioritize capabilities to enhance AI attention on financial tasks.

In this role, you will leverage deep domain knowledge to drive data sourcing pipelines, collaborate with researchers and SMEs, and guide model evaluations to ensure realism and coverage across finance workflows.

Qualifications

• Master's degree in Finance, Economics, Business Administration, or related quantitative field.
• Experience measuring the performance of Large Language Models (LLMs) or generative AI tools and optimizing them for financial use cases.

Responsibilities

• Set the Finance data strategy by mapping workflows and tools into a use-case taxonomy, and partnering with research to prioritize capabilities, data coverage, and sourcing pipelines.
• Create high-quality Finance data by designing tasks and rubrics, and quality assurance for datasets from vendors, customers, and synthetic pipelines for correctness, realism, and coverage to close gaps.
• Steer data priorities using model failures by reproducing reported losses and stress-testing checkpoints on real workflows to identify missing domain knowledge, broken conventions, and false assumptions.
• Build Finance evaluations by assessing industry benchmarks to measure data strategy success, and advise cross-team evaluation efforts on domain coverage and realism.
• Scale expertise by recruiting and guiding subject matter experts (SMEs), acting as the domain authority to enforce vendor quality, and converting Googler expert contributions into usable training and evaluation data.

Skills

LLM performance measurement

Cross-functional collaboration

Finance domain knowledge

Education

Master's degree in Finance or related field

Job description

Google DeepMind is seeking a Finance Expert Lead to shape the foundational data strategy for the financial sector and map complex Finance workflows for Gemini. You will curate high-quality data and prioritize capabilities to enhance AI attention on financial tasks.

In this role, you will leverage deep domain knowledge to drive data sourcing pipelines, collaborate with researchers and SMEs, and guide model evaluations to ensure realism and coverage across finance workflows.